{"id":"W4392355789","doi":"10.1186/s12960-024-00900-5","title":"Global migration and factors influencing retention of Asian internationally educated nurses: a systematic review","year":2024,"lang":"en","type":"review","venue":"Human Resources for Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National University of Singapore","keywords":"PsycINFO; CINAHL; Credentialing; Critical appraisal; Workforce; Scopus; Health services research; Medicine; Systematic review; Nursing; Political science; MEDLINE; Public health; Alternative medicine; Psychological intervention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01008189,0.0007949015,0.003303655,0.006029877,0.0008471782,0.002487883,0.001395217,0.001316107,0.002604706],"category_scores_gemma":[0.04367591,0.0006061208,0.003719729,0.01107092,0.0009585087,0.002918385,0.001711254,0.001084592,0.0001634943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002830439,"about_ca_system_score_gemma":0.01851515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01130089,"about_ca_topic_score_gemma":0.03128155,"domain_scores_codex":[0.9935647,0.002359472,0.002034179,0.0004536369,0.001286021,0.0003019848],"domain_scores_gemma":[0.9672378,0.02202489,0.006963324,0.0003980284,0.002917545,0.0004583621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002411185,0.00007487169,0.02116656,0.8796588,0.007385514,0.0003193499,0.00368675,0.0001413269,0.00009606915,0.0004648374,0.00232146,0.08444342],"study_design_scores_gemma":[0.0001205926,0.0002760514,0.03589579,0.9144935,0.02640493,0.0008107689,0.007228524,0.0001382176,0.0001411693,0.0003200003,0.01411012,0.00006027238],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01837624,0.9787545,0.0002061907,0.0008469604,0.0001408719,0.0004703714,0.0003991202,0.000006871056,0.0007989632],"genre_scores_gemma":[0.116172,0.8805314,0.0008364731,0.0008695273,0.00009586915,0.0009691559,0.0003268072,0.000004998869,0.0001937366],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01130089,"threshold_uncertainty_score":0.05331874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09792315898613788,"score_gpt":0.5069193677218621,"score_spread":0.4089962087357242,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}